Jev in production › Evaluation and testing

SmartMoney-Cub

Read-only trading journal harness where Jev answers typed noul, choice and score judgments on a 240-case finance benchmark while Python handles arithmetic and dates. 78.43% overall accuracy, below the rule baseline (author).

Open on GitHub ↗

78.43%measured against a baseline, as published by the source
Use
Evaluation and testing
Industry
Finance
Form
Open-source tool
Stage
Beta
Listed
2026-09-20
Found via
github
Repository
myc0576/SmartMoney-Cub
Stars
27
Forks
1
Last push
2026-10-11
Language
Python
License
MIT
SmartMoney-Cub screenshot
assets/smartmoney-cub-system-flow-bilingual.png in the myc0576/SmartMoney-Cub README, MIT; shown from GitHub.

The README opens with

smartmoney-cub-harness is a local-first, agent-agnostic trading journal and review harness: read-only over markets and execution, writable over your own journal. It turns an external caller's offline run into portable, reviewable artifacts without taking trading authority.

External Agent or CLI caller → Run Envelope → frozen Benchmark/Evidence Pack → deterministic replay → explicit human promotion gate.

SmartMoney-Cub supports Jev (TypeSafe OpenRouter) as an optional typed-judgment layer with two pluggable backends: TypeSafe direct and OpenRouter. Jev evaluates only structured noul, choice, and score judgments, while all arithmetic, date comparisons, and strict temporal boundary validation (availableat Observe - Decide - Record - Outcome -...

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For the project's own README, linking back here:

Listed in Jev in production

Also used for evaluation and testing